Video editing can be a very tedious task, so unsurprisingly Artificial Intelligence has been increasingly used to streamline the workflow or automate away tedious tasks. However, it is very difficult to get an overview of what intelligent video editing tools are in the research literature and needs for automation from the video editors. So, we identified the field of intelligent video editing tools in research, and we survey the opinions of professional video editors. We have also summarized current state of the art in artificial intelligence research with the intention of identifying what are the possibilities and current technical limits towards truly intelligent video editing tools. The findings contribute towards understanding of the field of intelligent video editing tools, highlights unaddressed automation needs by the survey and provides general suggestions for further research in intelligent video editing tools.
翻译:视频编辑可能是一项非常繁琐的任务,因此,人们越来越多地利用人工智能来精简工作流程或自动消除繁琐的任务,然而,很难从视频编辑处全面了解研究文献中的智能视频编辑工具以及自动化需求。因此,我们确定了研究中的智能视频编辑工具领域,并调查专业视频编辑的意见。我们还总结了人工智能研究的当前最新水平,目的是查明真正智能视频编辑工具有哪些可能性和当前的技术限制。调查结果有助于了解智能视频编辑工具领域,突出调查未解决的自动化需求,并为智能视频编辑工具的进一步研究提出一般建议。